Data Science Masterclass With Projects Case Studies | 69A3DD01690209AEDE05CAA0BD2A0B67D3F52BF7

Data Science Masterclass With Projects Case Studies

Name	Data Science Masterclass With R! 4 Projects+8 Case Studies	DOWNLOAD Copy Link
Total Size	18.4 GB
Total Files	489
Hash	69A3DD01690209AEDE05CAA0BD2A0B67D3F52BF7

/.../16. SUPERVISED LEARNING REGRESSION/
5. Linear Regression 5.mp4	259.5 MB
1. Linear Regression 1.mp4	77.9 MB
1. Linear Regression 1.vtt	13.7 KB
2. Linear Regression 2.mp4	117.5 MB
2. Linear Regression 2.vtt	16.3 KB
3. Linear Regression 3.mp4	244.4 MB
3. Linear Regression 3.vtt	23.1 KB
4. Linear Regression 4.mp4	188.1 MB
4. Linear Regression 4.vtt	17.6 KB
5. Linear Regression 5.vtt	27.5 KB
6. Linear Regression 6.mp4	141.7 MB
6. Linear Regression 6.vtt	16.0 KB
7. Linear Regression 7 - Correlation Part 1.mp4	131.2 MB
7. Linear Regression 7 - Correlation Part 1.vtt	15.7 KB
8. Linear Regression 7 - Correlation Part 2.mp4	151.6 MB
8. Linear Regression 7 - Correlation Part 2.vtt	15.5 KB
9. Linear Regression 8 - Stepwise Regression.mp4	107.5 MB
9. Linear Regression 8 - Stepwise Regression.vtt	14.8 KB
10. Linear Regression 9 - Stepwise Regression.mp4	172.0 MB
10. Linear Regression 9 - Stepwise Regression.vtt	17.0 KB
11. Linear Regression 10 - Dummy Variable.mp4	118.1 MB
11. Linear Regression 10 - Dummy Variable.vtt	13.4 KB
12. Linear Regression 11 - Non Linear.mp4	93.8 MB
12. Linear Regression 11 - Non Linear.vtt	11.9 KB
13. All Codes REGRESSION.html	0.1 KB
13.1 All codes Regression - 4 codes.zip.zip	4.5 KB
/
Visit Coursedrive.org.url	0.1 KB
Course Downloaded from coursedrive.org.txt	0.5 KB
/Data Science Masterclass With R! 4 Projects+8 Case Studies/
ReadMe.txt	0.5 KB
Visit Coursedrive.org.url	0.1 KB
/.../1. Meet Your Instructor/
1. Meet Your Instructor.mp4	21.6 MB
1. Meet Your Instructor.vtt	2.9 KB
2. Course Curriculum Overview.html	0.1 KB
2.1 Data Science - Course Carriculum Udemy.xlsx.xlsx	23.1 KB
3. Join Our Private Facebook and Telegram Group ($497 Value).html	1.5 KB
Must Read.txt	0.5 KB
Visit Coursedrive.org.url	0.1 KB
/.../2. INTRODUCTION TO DATA SCIENCE/
1. Introduction to Business Analytics.mp4	125.6 MB
1. Introduction to Business Analytics.vtt	15.0 KB
2. Introduction to Business Analytics.html	8.5 KB
3. Introduction to Machine Learning.mp4	136.0 MB
3. Introduction to Machine Learning.vtt	14.0 KB
4. Introduction to Machine Learning.html	11.0 KB
5. Introduction To Data Scientist.mp4	89.5 MB
5. Introduction To Data Scientist.vtt	14.2 KB
6. Introduction To Data Scientist.html	9.3 KB
7. How to switch your career into ML.mp4	136.3 MB
7. How to switch your career into ML.vtt	17.5 KB
8. How to switch your career into ML.html	8.2 KB
9. How to switch your career into ML.mp4	35.7 MB
9. How to switch your career into ML.vtt	3.7 KB
10. How to switch your career into ML Part #2.html	5.8 KB
/.../3. Course Curriculum Overview/
1. What We are Going to Discuss Over the Course.mp4	229.2 MB
1. What We are Going to Discuss Over the Course.vtt	25.6 KB
/4. INTRODUCTION TO R/
1. Introduction to R.mp4	150.9 MB
1. Introduction to R.vtt	15.9 KB
2. Introduction to R.html	8.4 KB
3. Setting up R.mp4	130.3 MB
3. Setting up R.vtt	11.8 KB
/5. R Programming/
1. R Programming - R Operator.mp4	138.9 MB
1. R Programming - R Operator.vtt	14.3 KB
2. R Conditional Statement & Loop.mp4	95.2 MB
2. R Conditional Statement & Loop.vtt	12.3 KB
2.1 R-Programming-conditional statement and loop.pdf.pdf	151.1 KB
3. R Conditional Statement & Loop Study Note.html	8.7 KB
3.1 R-Programming-conditional statement and loop.pdf.pdf	151.1 KB
4. R Programming - R Function.mp4	134.7 MB
4. R Programming - R Function.vtt	13.5 KB
5. R Programming - Function in R Study Note #1.html	9.6 KB
5.1 R-Programming-Function-in-R-Study-Note.pdf.pdf	153.1 KB
6. R Programming - R Function #2.mp4	116.6 MB
6. R Programming - R Function #2.vtt	10.8 KB
7. R Programming - R Function #2.html	7.3 KB
7.1 11-R-Programming-R-Function-Study-Note 2.pdf.pdf	121.9 KB
8. R Programming - R Function #3.mp4	51.7 MB
8. R Programming - R Function #3.vtt	6.5 KB
9. R Programming - R Function #3.html	5.3 KB
10. All Codes R Programming Study Note.html	9.1 KB
10.1 R-Programming-Codes.pdf.pdf	1.2 MB
/6. R Data Structure/
1. R Data Structure - Vector.mp4	110.6 MB
1. R Data Structure - Vector.vtt	12.4 KB
2. Vector Study Note.html	6.9 KB
2.1 Data-Structure-Vector-Study-Note.pdf.pdf	331.2 KB
3. All Code - Vector.html	1.8 KB
4. Matrix, Array and Data Frame.mp4	157.7 MB
4. Matrix, Array and Data Frame.vtt	15.6 KB
5. Matrix, Array and Data Frame - Study Note.html	7.0 KB
6. CODES - Matrix, Array and Data Frame.html	1.9 KB
7. Code - Data Frame Part #2.html	1.4 KB
8. A Deep Drive to R Data Frame.mp4	147.6 MB
8. A Deep Drive to R Data Frame.vtt	13.4 KB
9. A Deep Drive to R Data Frame - Study Note.html	4.6 KB
9.1 A-deep-drive-into-data-frames-Study-Notes 3.pdf.pdf	305.4 KB
10. R Data Structure - Factor.mp4	56.9 MB
10. R Data Structure - Factor.vtt	4.0 KB
11. R Data Structure - Factor Study Notes.html	5.9 KB
11.1 16.R-Data-Structure-Factor.pdf.pdf	78.2 KB
12. Codes - Factor.html	1.3 KB
13. R Data Structure - List.mp4	63.7 MB
13. R Data Structure - List.vtt	6.8 KB
14. List - Study Note.html	5.2 KB
14.1 17-R-Data-Structure-List.pdf.pdf	88.5 KB
15. Code - List.html	1.0 KB
16. All Code R Data Structure.html	8.1 KB
16.1 R-Data-Structure-CODES.pdf.pdf	845.7 KB
/.../7. Import and Export in R/
1. Import CSV Data in R.mp4	91.7 MB
1. Import CSV Data in R.vtt	9.8 KB
2. Import CSV Data in R study note.html	2.8 KB
2.1 titanic-train.csv.csv	61.2 KB
3. Code - Import CSV Data in R.html	0.6 KB
4. Import Text Data in R.mp4	34.3 MB
4. Import Text Data in R.vtt	3.4 KB
5. Import Text Data in R STUDY NOTE.html	2.1 KB
5.1 NewHotdog.txt.txt	1.2 KB
6. CODE - Import Text Data in R.html	0.2 KB
7. Import Excel, Web Data in R.mp4	156.2 MB
7. Import Excel, Web Data in R.vtt	12.9 KB
7.1 urbanpop.xlsx.xlsx	126.0 KB
8. Import Excel, Web Data in R STUDY NOTE.html	2.5 KB
9. Export Data in R - Text.mp4	22.8 MB
9. Export Data in R - Text.vtt	2.8 KB
10. Export Data in R - CSV & Excel.mp4	43.3 MB
10. Export Data in R - CSV & Excel.vtt	4.3 KB
10.1 Newmtcars.xlsx.xlsx	5.3 KB
11. Export Data in R - Text,CSV & Excel Study Note.html	2.5 KB
12. All Code Import and Export in R.html	3.3 KB
12.1 titanic_train.csv.csv	61.2 KB
12.2 hotdog.txt.txt	0.8 KB
12.3 NewHotdog.txt.txt	1.2 KB
12.4 my_df.csv.csv	0.2 KB
12.5 urbanpop.xlsx.xlsx	126.0 KB
12.6 Newmtcars.xlsx.xlsx	5.3 KB
12.7 Import-Export-Code.docx.docx	14.5 KB
/8. Data Manipulation/
1. Data Manipulation - Apply Function.mp4	120.7 MB
1. Data Manipulation - Apply Function.vtt	12.9 KB
2. Data Manipulation - Apply Function STUDY NOTE.html	8.5 KB
3. Data Manipulation - select.mp4	134.0 MB
3. Data Manipulation - select.vtt	11.8 KB
4. Data Manipulation - mutate.mp4	195.3 MB
4. Data Manipulation - mutate.vtt	14.6 KB
5. Data Manipulation - filter.mp4	195.2 MB
5. Data Manipulation - filter.vtt	14.4 KB
6. Data Manipulation - arrange.mp4	113.5 MB
6. Data Manipulation - arrange.vtt	9.3 KB
7. mutate(),filter(),arrange() Function Study Note.html	5.7 KB
8. Data Manipulation - Pipe Operator.mp4	139.3 MB
8. Data Manipulation - Pipe Operator.vtt	10.7 KB
9. Pipe operator Study Note.html	4.0 KB
10. Data Manipulation - group by.mp4	102.8 MB
10. Data Manipulation - group by.vtt	8.5 KB
11. Group By Function Study Note.html	1.9 KB
12. Data Manipulation - Date.mp4	113.8 MB
12. Data Manipulation - Date.vtt	10.2 KB
13. Data Manipulation - Date with R STUDY NOTE.html	2.6 KB
14. All Code Data Manipulation.html	16.2 KB
14.1 Data-Manipulation.docx.docx	22.8 KB
/9. Data Visualization/
1. Introduction to Data Visualization & Scatter Plot.mp4	126.6 MB
1. Introduction to Data Visualization & Scatter Plot.vtt	11.4 KB
2. Data Visualization - Scatter Plot Study Note.html	4.2 KB
3. Data Visualization - mfrow.mp4	88.5 MB
3. Data Visualization - mfrow.vtt	8.2 KB
4. Data Visualization - mfrow Study Note.html	2.8 KB
5. Data Visualization - pch.mp4	147.0 MB
5. Data Visualization - pch.vtt	12.0 KB
6. Data Visualization - pch Study Note.html	2.3 KB
7. Data Visualization - Color.mp4	12.7 MB
7. Data Visualization - Color.vtt	1.2 KB
8. Data Visualization - Color Study Note.html	0.9 KB
9. Data Visualization - Line Chart.mp4	36.7 MB
9. Data Visualization - Line Chart.vtt	3.1 KB
10. Data Visualization - Line Chart Study Note.html	2.5 KB
11. Data Visualization - Bar Plot.mp4	73.8 MB
11. Data Visualization - Bar Plot.vtt	7.5 KB
12. Data Visualization - Bar Plot STUDY NOTE.html	2.5 KB
13. Data Visualization - Pie Chart.mp4	69.2 MB
13. Data Visualization - Pie Chart.vtt	7.2 KB
14. Data Visualization - Pie Chart STUDY NOTE.html	2.3 KB
15. Data Visualization - Histogram.mp4	81.8 MB
15. Data Visualization - Histogram.vtt	7.5 KB
16. Data Visualization - Histogram STUDY NOTE.html	2.9 KB
17. Data Visualization - Density Plot.mp4	25.9 MB
17. Data Visualization - Density Plot.vtt	2.5 KB
18. Data Visualization - Density Plot STUDY NOTE.html	1.5 KB
19. Data Visualization - Box Plot.mp4	53.1 MB
19. Data Visualization - Box Plot.vtt	5.3 KB
20. Data Visualization - Box Plot STUDY NOTE.html	2.1 KB
21. Data Visualization - Mosaic Plot and Heat Map.mp4	82.1 MB
21. Data Visualization - Mosaic Plot and Heat Map.vtt	8.3 KB
22. Data Visualization - Mosaic Plot and Heat Map SYUDY NOTE.html	3.0 KB
23. Data Visualization - 3D Plot.mp4	124.3 MB
23. Data Visualization - 3D Plot.vtt	10.7 KB
24. Data Visualization - 3D Plot STUDY NOTE.html	3.4 KB
25. Correlation Plot and Word Cloud.mp4	110.9 MB
25. Correlation Plot and Word Cloud.vtt	9.8 KB
26. Data Visualization - Word Cloud STUDY NOTE.html	3.0 KB
27. Data Visualization - ggplot2 Part 1.mp4	133.2 MB
27. Data Visualization - ggplot2 Part 1.vtt	14.5 KB
28. Data Visualization - ggplot2 Part 2.mp4	92.4 MB
28. Data Visualization - ggplot2 Part 2.vtt	7.9 KB
29. PART 2 Data Visualization - ggplot2.html	4.1 KB
30. Data Visualization - ggplot2 Part 3.mp4	164.1 MB
30. Data Visualization - ggplot2 Part 3.vtt	15.9 KB
31. PART 3 Data Visualization - ggplot2.html	3.9 KB
32. All Code Data Visualization.html	21.7 KB
32.1 data-visualization-codes-pdf.pdf.pdf	2.5 MB
33. Par Function Code.html	4.4 KB
33.1 par function.docx.docx	7.4 KB
/.../10. Introduction To Statistics/
1. Intro To Stat - Part 1.mp4	119.4 MB
1. Intro To Stat - Part 1.vtt	14.8 KB
2. Introduction To Statistic - Part 1 STUDY NOTE.html	9.6 KB
3. Intro To Stat - Part 2.mp4	79.7 MB
3. Intro To Stat - Part 2.vtt	9.7 KB
4. Introduction To Statistic - Part 2 STUDY NOTE.html	9.0 KB
5. Intro To Stat - Part 3.mp4	138.6 MB
5. Intro To Stat - Part 3.vtt	16.1 KB
6. Introduction To Statistic - Part 3 STUDY NOTE.html	4.8 KB
7. Intro To Stat - Part 4.mp4	33.5 MB
7. Intro To Stat - Part 4.vtt	4.4 KB
8. Part 4 Introduction To Statistic STUDY NOTE.html	3.2 KB
9. Intro To Stat - Part 5.mp4	137.3 MB
9. Intro To Stat - Part 5.vtt	16.7 KB
10. Introduction To Statistic - Part 5 STUDY NOTE.html	4.8 KB
11. Intro To Stat - Part 6.mp4	76.8 MB
11. Intro To Stat - Part 6.vtt	9.0 KB
12. Intro To Stat - Part 7.mp4	177.0 MB
12. Intro To Stat - Part 7.vtt	16.6 KB
13. Introduction To Statistic - Part 7 STUDY NOTE.html	3.8 KB
14. Intro To Stat - Part 8.mp4	127.1 MB
14. Intro To Stat - Part 8.vtt	11.7 KB
15. Introduction To Statistic - Part 8 STUDY NOTE.html	1.8 KB
16. Intro To Stat - Part 9.mp4	119.0 MB
16. Intro To Stat - Part 9.vtt	11.0 KB
17. Introduction To Statistic - Part 9 STUDY NOTE.html	8.5 KB
18. Intro To Stat - Part 10.mp4	156.6 MB
18. Intro To Stat - Part 10.vtt	15.6 KB
19. Introduction To Statistic - Part 10 STUDY NOTE.html	1.4 KB
20. Intro To Stat - Part 11.mp4	75.4 MB
20. Intro To Stat - Part 11.vtt	7.6 KB
21. Introduction To Statistics - All Codes.html	8.1 KB
21.1 Intro-To-Statistic.pdf.pdf	59.6 KB
21.2 Introduction-to-Statistics-codes-word-version.docx.docx	19.0 KB
ReadMe.txt	0.5 KB
Visit Coursedrive.org.url	0.1 KB
/.../11. HYPOTHESIS Testing -1/
1. Hypothesys Testing - Part 1.mp4	77.0 MB
1. Hypothesys Testing - Part 1.vtt	11.4 KB
2. Hypothesys Testing in Practice - Part 1 STUDY NOTE.html	3.3 KB
3. Hypothesys Testing - Part 2.mp4	117.9 MB
3. Hypothesys Testing - Part 2.vtt	12.8 KB
4. Hypothesys Testing - Part 2 STUDY NOTES.html	3.4 KB
5. Hypothesys Testing - Part 3.mp4	121.0 MB
5. Hypothesys Testing - Part 3.vtt	16.3 KB
6. Hypothesys Testing - Part 4.mp4	57.0 MB
6. Hypothesys Testing - Part 4.vtt	6.4 KB
7. Hypothesys Testing - Part 4 STUDY NOTES.html	0.7 KB
/.../12. Hypothesis Testing in Practice/
1. Hypothesys Testing in Practice - Part 1.mp4	164.6 MB
1. Hypothesys Testing in Practice - Part 1.vtt	16.6 KB
2. Hypothesys Testing in Practice - Part 1 STUDY NOTE.html	1.6 KB
3. Hypothesys Testing in Practice - Part 2.mp4	122.2 MB
3. Hypothesys Testing in Practice - Part 2.vtt	10.5 KB
4. Hypothesys Testing in Practice - Part 3.mp4	169.0 MB
4. Hypothesys Testing in Practice - Part 3.vtt	15.8 KB
5. Hypothesys Testing in Practice - Part 3 STUDY NOTE.html	2.7 KB
6. Hypothesys Testing in Practice - Part 4.mp4	131.5 MB
6. Hypothesys Testing in Practice - Part 4.vtt	13.4 KB
7. Hypothesys Testing in Practice - Part 5.mp4	105.9 MB
7. Hypothesys Testing in Practice - Part 5.vtt	11.8 KB
8. Hypothesys Testing in Practice - Part 5 STUDY NOTE.html	2.2 KB
9. Hypothesys Testing in Practice - Part 6.mp4	154.7 MB
9. Hypothesys Testing in Practice - Part 6.vtt	15.8 KB
10. Chi Square -Part 1.mp4	107.7 MB
10. Chi Square -Part 1.vtt	11.9 KB
11. Chi Square -Part 1 STUDY NOTE.html	0.6 KB
12. Chi Square -Part 2.mp4	140.0 MB
12. Chi Square -Part 2.vtt	16.8 KB
13. Chi Square -Part 2 STUDY NOTE.html	1.1 KB
14. ANOVA - Part 1.mp4	119.1 MB
14. ANOVA - Part 1.vtt	14.0 KB
15. ANOVA 1 STUDY NOTE.html	1.9 KB
16. ANOVA - Part 2.mp4	171.0 MB
16. ANOVA - Part 2.vtt	15.8 KB
17. What we discussed in the chapter so far - Summary of the Chapter.mp4	54.8 MB
17. What we discussed in the chapter so far - Summary of the Chapter.vtt	6.0 KB
18. All Codes Hypothesis Testing in Practice.html	6.9 KB
18.1 hypo 10.docx.docx	13.7 KB
/.../13. Machine Learning Toolbox/
1. Machine Learning Toolbox - Part 1.mp4	98.5 MB
1. Machine Learning Toolbox - Part 1.vtt	15.4 KB
2. Machine Learning Toolbox - Part 2.mp4	77.0 MB
2. Machine Learning Toolbox - Part 2.vtt	13.8 KB
/.../14. Business Use Case Understaing/
1. Business Case Understanding.mp4	97.2 MB
1. Business Case Understanding.vtt	15.0 KB
/.../15. Data Pre-Processing/
1. Data Pre-Processing 1.mp4	143.1 MB
1. Data Pre-Processing 1.vtt	16.3 KB
2. CODES-Data Pre-Processing 1.html	1.4 KB
3. Data Pre-Processing 2.mp4	131.7 MB
3. Data Pre-Processing 2.vtt	15.5 KB
4. CODES-Data Pre-Processing 2.html	1.5 KB
5. Data Pre-Processing 3.mp4	114.5 MB
5. Data Pre-Processing 3.vtt	11.2 KB
6. CODES-Data Pre-Processing 3.html	1.5 KB
7. Data Pre-Processing 4.mp4	102.6 MB
7. Data Pre-Processing 4.vtt	10.4 KB
8. Data Pre-Processing 5.mp4	163.6 MB
8. Data Pre-Processing 5.vtt	13.6 KB
9. CODES-Data Pre-Processing 5.html	3.7 KB
10. Data Pre-Processing 6.mp4	45.7 MB
10. Data Pre-Processing 6.vtt	8.2 KB
11. Data Pre-Processing 7.mp4	153.0 MB
11. Data Pre-Processing 7.vtt	16.5 KB
12. CODES-Data Pre-Processing 7.html	2.1 KB
13. Data Pre-processing Codes.html	0.1 KB
13.1 Lesson 13 - Data Pre-Processing - code 2.pdf.pdf	2.1 MB
13.2 Lesson 13 - Data Pre-Processing -code1.pdf.pdf	148.2 KB
/.../17. Classification Overview/
1. Classification Overview.mp4	105.3 MB
1. Classification Overview.vtt	15.2 KB
/.../18. Logistic Regression/
1. Logistics Regression Intuition.mp4	108.4 MB
1. Logistics Regression Intuition.vtt	14.7 KB
2. R Code Implementation -Part1.mp4	56.4 MB
2. R Code Implementation -Part1.vtt	5.6 KB
3. R Code Implementation -Part2.mp4	126.2 MB
3. R Code Implementation -Part2.vtt	11.6 KB
4. CODES - R Code Implementation -Part2.html	2.3 KB
5. Model Evaluation.mp4	120.9 MB
5. Model Evaluation.vtt	13.4 KB
6. CODE-Model Evaluation.html	0.6 KB
7. Telecom Churn Case Study.mp4	259.4 MB
7. Telecom Churn Case Study.vtt	23.2 KB
8. CODES - Telecom Churn Case Study.html	3.3 KB
9. Summary.mp4	59.2 MB
9. Summary.vtt	6.9 KB
10. Logistic Regression All Codes.html	0.2 KB
10.1 Churn Model data.pdf.pdf	603.4 KB
10.2 Social_Network_Ads.csv.csv	10.9 KB
10.3 Lesson 16 - Logistics Regression - mtcars data.pdf.pdf	439.5 KB
10.4 Churn Data.csv.csv	128.8 KB
10.5 Lesson 16 - Logistics Regression - social network data.pdf.pdf	497.1 KB
/19. K-NN/
1. K-NN Intuition.mp4	99.7 MB
1. K-NN Intuition.vtt	14.0 KB
2. K-NN R Code Implementation.mp4	150.6 MB
2. K-NN R Code Implementation.vtt	13.4 KB
3. CODES -K-NN R Code Implementation.html	2.5 KB
4. K-NN Case Study.mp4	186.2 MB
4. K-NN Case Study.vtt	14.4 KB
5. CODES - K-NN Case Study.html	2.4 KB
6. All Codes KNN.html	0.0 KB
6.1 KNN - Case Study.pdf.pdf	413.3 KB
6.2 KNN Codes.pdf.pdf	451.6 KB
6.3 Social_Network_Ads.csv.csv	10.9 KB
/20. SVM/
1. SVM - Intuition.mp4	63.1 MB
1. SVM - Intuition.vtt	9.4 KB
2. SVM - R Code Implementation.mp4	105.5 MB
2. SVM - R Code Implementation.vtt	8.7 KB
3. CODES - SVM - R Code Implementation.html	1.8 KB
4. SVM - Model Tuning.mp4	93.9 MB
4. SVM - Model Tuning.vtt	8.7 KB
5. CODES - SVM - Model Tuning.html	0.8 KB
6. SVM - Telecom Case Study.mp4	93.8 MB
6. SVM - Telecom Case Study.vtt	8.1 KB
7. CODES - SVM - Telecom Case Study.html	1.9 KB
8. SVM - Non Separable Case and Pros and Cons.mp4	59.8 MB
8. SVM - Non Separable Case and Pros and Cons.vtt	7.8 KB
9. SVM - All Codes.html	0.2 KB
9.1 Lesson 18 - SVM - chunt.pdf.pdf	351.3 KB
9.2 Lesson 18 - SVM - iris.pdf.pdf	299.6 KB
9.3 Social_Network_Ads.csv.csv	10.9 KB
9.4 Lesson 18 - SVM - casestudy.pdf.pdf	450.7 KB
/.../21. Naive Bayes/
1. Naive Bayes - Intuition.mp4	150.8 MB
1. Naive Bayes - Intuition.vtt	20.3 KB
2. Naive Bayes - R Code Implementation.mp4	103.7 MB
2. Naive Bayes - R Code Implementation.vtt	8.3 KB
3. Naive Bayes - Case Study.mp4	84.1 MB
3. Naive Bayes - Case Study.vtt	7.4 KB
4. Naive Bayes - Codes.html	0.3 KB
4.1 Naive_Bayes codes.pdf.pdf	467.7 KB
4.2 Loan Default.csv.csv	49.9 KB
4.3 Naive_Bayes-Case Study.pdf.pdf	149.6 KB
4.4 Social_Network_Ads.csv.csv	10.9 KB
ReadMe.txt	0.5 KB
Visit Coursedrive.org.url	0.1 KB
/.../22. Decision Tree/
1. Decision Tree Intuition.mp4	116.3 MB
1. Decision Tree Intuition.vtt	15.4 KB
2. Decision Tree -How it works.mp4	72.0 MB
2. Decision Tree -How it works.vtt	8.0 KB
3. Decision Tree - R Code Implementation.mp4	141.8 MB
3. Decision Tree - R Code Implementation.vtt	14.7 KB
4. Decision Tree Pruning.mp4	174.5 MB
4. Decision Tree Pruning.vtt	13.2 KB
5. Decision Tree Case Study.mp4	136.2 MB
5. Decision Tree Case Study.vtt	15.2 KB
6. Decision Tree - All Codes.html	0.2 KB
6.1 Churn Data.csv.csv	110.9 KB
6.2 Decision Tree - codes.pdf.pdf	1.1 MB
/.../23. Random Forest/
1. Random Forest - Intuition.mp4	85.9 MB
1. Random Forest - Intuition.vtt	12.7 KB
2. Random Forest -R Code Implementation.mp4	56.9 MB
2. Random Forest -R Code Implementation.vtt	5.3 KB
3. Random Forest - Case Study.mp4	101.2 MB
3. Random Forest - Case Study.vtt	11.0 KB
4. Codes & Data Sets - Random Forest.html	0.1 KB
4.1 all codes random forest 2 codes.zip.zip	1.4 KB
/.../24. Capstone Project - Titanic Survival/
1. Capstone Project -Introduction.mp4	106.3 MB
1. Capstone Project -Introduction.vtt	11.1 KB
2. Capstone Project - Data Understanding.mp4	61.9 MB
2. Capstone Project - Data Understanding.vtt	5.0 KB
3. Capstone Project - Lazy Predictor.mp4	70.7 MB
3. Capstone Project - Lazy Predictor.vtt	7.3 KB
4. Capstone Project - Data Preparation.mp4	76.0 MB
4. Capstone Project - Data Preparation.vtt	6.7 KB
5. Capstone Project - Data Exploration.mp4	54.8 MB
5. Capstone Project - Data Exploration.vtt	4.7 KB
6. Capstone Project - Feature Engineering.mp4	83.2 MB
6. Capstone Project - Feature Engineering.vtt	7.9 KB
7. Capstone Project - Logistics Regression.mp4	202.9 MB
7. Capstone Project - Logistics Regression.vtt	16.6 KB
8. Capstone Project - Logistics Regression 2.mp4	49.7 MB
8. Capstone Project - Logistics Regression 2.vtt	4.1 KB
9. Capstone Project - Decision Tree.mp4	216.2 MB
9. Capstone Project - Decision Tree.vtt	18.2 KB
10. Capstone Project - Random Forest.mp4	28.8 MB
10. Capstone Project - Random Forest.vtt	3.2 KB
11. All Codes and Data Set - Titanic Survival Project.html	0.1 KB
11.1 All Codes Capstone Project -Titanic Survival.zip.zip	6.8 KB
/.../25. K-Mean Clustering/
1. Unsupervised Learning Introduction.mp4	42.5 MB
1. Unsupervised Learning Introduction.vtt	6.5 KB
2. K-Mean Clustering Intuition.mp4	155.6 MB
2. K-Mean Clustering Intuition.vtt	20.6 KB
3. K-Mean Clustering R Code Implementation.mp4	182.5 MB
3. K-Mean Clustering R Code Implementation.vtt	16.4 KB
4. K-Mean Clustering Case Study.mp4	118.2 MB
4. K-Mean Clustering Case Study.vtt	12.8 KB
5. All Codes K-Mean Clustering.html	0.1 KB
5.1 All Codes K-Mean Clustering.zip.zip	3.3 KB
/.../26. Hierarchical Clustering/
1. Hierarchical Clustering Intuition.mp4	83.3 MB
1. Hierarchical Clustering Intuition.vtt	13.6 KB
2. Hierarchical Clustering R Code Implementation.mp4	176.6 MB
2. Hierarchical Clustering R Code Implementation.vtt	18.3 KB
3. Hierarchical Clustering Case Study.mp4	76.8 MB
3. Hierarchical Clustering Case Study.vtt	7.9 KB
4. All Codes - Hierarchical Clustering.html	0.1 KB
4.1 All Codes - Hierarchical CLustering.zip.zip	3.0 KB
/.../27. DBScan Clustering/
1. DBScan Clustering -Intuition and R Code.mp4	105.3 MB
1. DBScan Clustering -Intuition and R Code.vtt	12.4 KB
2. DBScan Clustering - Case Study.mp4	89.9 MB
2. DBScan Clustering - Case Study.vtt	9.6 KB
3. All codes - DBScan Clustering.html	0.1 KB
3.1 All Codes DBScan Clustering.zip.zip	1.1 KB
/.../28. Principal Component Analysis (PCA)/
1. PCA - Intuition.mp4	84.0 MB
1. PCA - Intuition.vtt	12.9 KB
2. PCA - R Code Implementation.mp4	190.7 MB
2. PCA - R Code Implementation.vtt	18.2 KB
3. PCA - Case Study.mp4	180.1 MB
3. PCA - Case Study.vtt	18.9 KB
4. All Codes - PCA.html	0.1 KB
4.1 All codes Principal Component Analysis.zip.zip	6.4 KB
/.../29. Association Rule Mining/
1. Association Rule Mining -Introduction.mp4	167.2 MB
1. Association Rule Mining -Introduction.vtt	16.6 KB
2. Association Rule Mining -R Code Implementation.mp4	117.3 MB
2. Association Rule Mining -R Code Implementation.vtt	11.4 KB
3. Association Rule Mining - Pre-Processing.mp4	75.2 MB
3. Association Rule Mining - Pre-Processing.vtt	7.5 KB
4. Association Rule Mining - Case Study.mp4	214.0 MB
4. Association Rule Mining - Case Study.vtt	20.1 KB
5. All Codes - Association Rule Mining.html	0.1 KB
5.1 All Codes Association Rule Mining - 5 codes.zip.zip	130.3 KB
/.../30. Capstone Project - Big Mart Sell/
1. Big Mart Sale - Data Structure.mp4	117.5 MB
1. Big Mart Sale - Data Structure.vtt	17.5 KB
2. Big Mart Sale - Univariate Analysis.mp4	110.1 MB
2. Big Mart Sale - Univariate Analysis.vtt	11.5 KB
3. Big Mart Sale - Bi-Variate Analysis.mp4	87.5 MB
3. Big Mart Sale - Bi-Variate Analysis.vtt	7.1 KB
4. Big Mart Sale - Fetature Engineering.mp4	151.6 MB
4. Big Mart Sale - Fetature Engineering.vtt	13.8 KB
5. Big Mart Sale - Pre-Processing.mp4	246.5 MB
5. Big Mart Sale - Pre-Processing.vtt	21.4 KB
6. Big Mart Sale - Model Building & Evaluation.mp4	210.8 MB
6. Big Mart Sale - Model Building & Evaluation.vtt	20.4 KB
7. Capstone Project - Big Mart Sell All Codes.html	0.1 KB
7.1 Big Mart Sale 4 files.zip.zip	335.5 KB
/.../31. Model Deployment/
1. Model Deployment - Workflow.mp4	74.8 MB
1. Model Deployment - Workflow.vtt	10.2 KB
2. Model Deployment - Pre Requisite.mp4	103.9 MB
2. Model Deployment - Pre Requisite.vtt	9.6 KB
3. Model Deployment - Steps To Follow.mp4	209.1 MB
3. Model Deployment - Steps To Follow.vtt	19.2 KB
4. Model Deployment - Azure ML DEMO.mp4	133.7 MB
4. Model Deployment - Azure ML DEMO.vtt	11.3 KB
/.../32. Bonus Section - $997 Value Inside/
1. $497 Value Inside - Private Group Access.html	1.8 KB
2. All Bonus - Interview Preparation + PDF + Private Group.html	2.1 KB
ReadMe.txt	0.5 KB
Visit Coursedrive.org.url	0.1 KB
Total files 489